The answer varies for everyone, but Eloqua's Benchmark study is a great place to start. They recently compared their benchmark data from Jan.-Nov. in an effort to provide you with some guides for click rates, open rates, and click to open rates. The results can be seen here.
Take-away: Check out the benchmarks and see where you rank against the Best in Class.
